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umututku03/README.md

Hi, I'm Utku Egemen Umut 👋

Computer Science student at the University of Toronto · Machine Learning Engineer · Software Engineer

Portfolio · LinkedIn

I'm completing a Computer Science Specialist and Mathematics Minor at the University of Toronto. I’m interested in machine learning, reasoning models, and the powerful systems that make ML useful in practice.

Recent experience

Applied Machine Learning Engineer Intern · Cerebras Systems

Toronto · May 2025 – August 2026

Software Engineer · Knowlecy Technologies

Toronto · January – April 2025

Toronto · May – August 2024 · Lassonde Undergraduate Research Award

Earlier research and engineering

  • Undergraduate Researcher, Autonomous Vision Group, Koç University KUIS AI Research Centre · June – September 2023.
  • Machine Learning Engineer Intern, TAZI AI Systems · May – August 2023.

Open source and teaching

Through Students Developing Software (SDS) (2023–2024), I contributed to open-source tools used in University of Toronto courses:

  • MarkUs · Contributed to a Ruby on Rails, React, and PostgreSQL grading platform used by 5,000+ students. My pull requests
  • PythonTA · Contributed to Python static-analysis tools used in courses by 5,000+ students annually. My pull requests
  • MemoryViz · Helped turn a JavaScript/Node.js prototype into a maintainable learning tool used by thousands. My pull requests

I was a Lead Tutorial Teaching Assistant for CSC236 for two terms and am currently the Machine Learning Projects Director at UTMIST (since September 2024).

Areas and tools

Areas: Machine learning, LLM reasoning and post-training, computer vision, distributed systems, software engineering
Languages: Python, C++, C, SQL, Shell, Java, JavaScript, Haskell
ML: PyTorch, FlexAttention, tensor parallelism, distributed training, vLLM, verl, Hugging Face Transformers, Inspect, scikit-learn
Backend and systems: FastAPI, gRPC, RabbitMQ, PostgreSQL, Linux, Docker, Slurm/HPC, GPU programming, Git, CI/CD

GitHub activity & languages

GitHub activity stats for Utku Egemen Umut Top programming languages across public repositories

Stats are based on public GitHub activity. Language proportions reflect code size across public repositories, not time spent coding.

Get in touch

Popular repositories Loading

  1. memory-viz memory-viz Public

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    Department of Computer Science, University of Toronto - Memory Model Diagrams Experimental Project - Summer 2023

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  3. Markus Markus Public

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  4. MarkusWiki MarkusWiki Public

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  5. markus-autotesting markus-autotesting Public

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    Autotesting allows instructors to run tests on students submissions and automatically create marks for them. It also allows students to run a separate set of tests and self-assess their submissions.

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  6. umututku03.github.io umututku03.github.io Public

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